The industry has an "after the first draft" problem.
AI site builders are getting remarkable at the first draft. But reviewers now rate one-shot builders down as "cookie-cutter", merchants report AI tools inventing product data and ignoring brand rules, and a name has emerged for the sameness: AI slop.
At the same time, the tools people use to manage a site day to day, a CMS with pages, products, orders and staff logins, have barely joined the AI conversation.
This project maps the gap between the two: what businesses actually need after AI hands them a website. The findings will be published openly. If you have touched an AI website builder in any way, your two minutes below matter.